Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Repository facts

Stars

1,346

Forks

303

Open issues and pull requests

0

Primary language

Jupyter Notebook

License

MIT License (MIT)

Owner

LiYangHart · Personal account

Created

Jul 23, 2020

Last push

Sep 22, 2022

Topics

• artificial-neural-networks
• automated-machine-learning
• automl
• bayesian-optimization
• deep-learning
• genetic-algorithm
• grid-search
• hpo
• hyperparameter-optimization
• hyperparameter-tuning
• machine-learning
• machine-learning-algorithms
• machine-learning-optimization
• optimization
• particle-swarm-optimization
• python-examples
• python-samples
• random-forest
• random-search
• tuning-parameters

Rank #4,957 of 9,507 in AI on GitHub, by stars. Data from the GitHub API, fetched Oct 18, 2026; star counts change daily. Stars measure popularity, not quality or safety, and a listing is not an endorsement. How this list is made

Related projects

Projects that share this one’s GitHub topics.

• 8,530

  Rank 8,530: Western-OC2-Lab/Intrusion-Detection-System-Using-Machine-Learning

  Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimiza…

  601 starsJupyter NotebookMITLast push Apr 1, 2026

• 4,211

  Rank 4,211: google/vizier

  Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

  1,680 starsPythonApache-2.0Last push Oct 14, 2026

• 1,000

  Rank 1,000: automl/auto-sklearn

  Automated Machine Learning with scikit-learn

  8,145 starsPythonBSD-3-ClauseLast push Sep 15, 2026

• 1,824

  Rank 1,824: microsoft/FLAML

  A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

  4,409 starsJupyter NotebookMITLast push Oct 18, 2026

• 8,694

  Rank 8,694: 100/Solid

  🎯 A comprehensive gradient-free optimization framework written in Python

  583 starsPythonMITLast push Jul 19, 2019

• 815

  Rank 815: EpistasisLab/tpot

  A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

  10,055 starsJupyter NotebookLGPL-3.0Last push Sep 11, 2025